Takip et
Jiachen Liu
Jiachen Liu
University of Michigan
umich.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Fedscale: Benchmarking model and system performance of federated learning at scale
F Lai, Y Dai, S Singapuram, J Liu, X Zhu, H Madhyastha, M Chowdhury
International conference on machine learning, 11814-11827, 2022
2582022
Efficient large language models: A survey
Z Wan, X Wang, C Liu, S Alam, Y Zheng, Z Qu, S Yan, Y Zhu, Q Zhang, ...
Transactions on Machine Learning Research, 2023
1262023
Fluid: Resource-aware Hyperparameter Tuning Engine
P Yu*, J Liu*, M Chowdhury
Proceedings of Machine Learning and Systems 3, 502-516, 2021
202021
Auxo: Efficient Federated Learning via Scalable Client Clustering
J Liu, F Lai, Y Dai, A Akella, H Madhyastha, M Chowdhury
14th edition of the annual ACM Symposium on Cloud Computing, 2023
16*2023
Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services
J Liu, JW Chung, Z Wu, F Lai, M Lee, M Chowdhury
arXiv preprint arXiv:2404.16283, 2024
132024
FedTrans: Efficient Federated Learning via Multi-Model Transformation
Y Zhu, J Liu, M Chowdhury, F Lai
Proceedings of Machine Learning and Systems 6, 395-407, 2024
2024
IaC-Eval: A Code Generation Benchmark for Cloud Infrastructure-as-Code Programs
PTJ Kon, J Liu, Y Qiu, W Fan, T He, L Lin, H Zhang, OM Park, ...
The Thirty-eight Conference on Neural Information Processing Systems, 2024
2024
Venn: Resource Management Across Federated Learning Jobs
J Liu, F Lai, D Ding, Y Zhang, M Chowdhury
arXiv preprint arXiv:2312.08298, 2023
2023
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–8